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20172023
most citedGradient Descent with Early Stopping is Provably Robust to Label Noise for Overparameterized Neural Networks

154 citations · 359 across the 22 of their papers we have counts for

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stat.ML2021★ 5 cited

Generalization Guarantees for Neural Architecture Search with Train-Validation Split

Samet Oymak, Mingchen Li, Mahdi Soltanolkotabi

Neural Architecture Search (NAS) is a popular method for automatically designing optimized architectures for high-performance deep learning. In this approach, it is common to use b…